Paper Citation Record · LEDGER

HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2309.16021.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2309.16021 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:47:16.625098Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-03T20:18:55.583857Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0d2c87fd-d174-4edb-b7a3-0aa14757d417 · inbound

LLM-based event log analysis techniques: A survey cites this paper.

LLM-based event log analysis techniques: A survey HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T18:11:46.270770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 629f4756-81ac-4ab6-8d16-88815c2537b5 · inbound

Mapping the Landscape of Generative AI in Network Monitoring and Management cites this paper.

Mapping the Landscape of Generative AI in Network Monitoring and Management HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-08T04:38:57.384239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70cbac8c-1696-475c-968d-8f359e9fda1f · inbound

Generative AI for Internet of Things Security: Challenges and Opportunities cites this paper.

Generative AI for Internet of Things Security: Challenges and Opportunities HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T23:23:49.700552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25857972-7089-4754-8344-b4076343f7fc · inbound

Large Language Models for Network Intrusion Detection Systems: Foundations, Implementations, and Future Directions cites this paper.

Large Language Models for Network Intrusion Detection Systems: Foundations, Implementations, and Future Directions HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T19:44:21.007288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9b4e2c5-a8ac-489d-8714-c8aa97403d07 · inbound

Large Language Models in Cybersecurity: Applications, Vulnerabilities, and Defense Techniques cites this paper.

Large Language Models in Cybersecurity: Applications, Vulnerabilities, and Defense Techniques HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Reference 127

Resolution: unresolved; no resolver link, observed 2026-08-06T16:24:30.167491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0420d66-d5da-4efc-a46b-8a506c39c0be · inbound

Interpretable Anomaly-Based DDoS Detection in AI-RAN with XAI and LLMs cites this paper.

Interpretable Anomaly-Based DDoS Detection in AI-RAN with XAI and LLMs HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-15T17:47:16.625098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80df61b0-8b25-4aa2-90fb-1dbdff8d87ae · inbound

AnomalyExplainer Explainable AI for LLM-based anomaly detection using BERTViz and Captum cites this paper.

AnomalyExplainer Explainable AI for LLM-based anomaly detection using BERTViz and Captum HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T16:06:48.827171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85ea2c7d-1398-40f2-a516-d487b310bedb · inbound

Large Language Models for Security Operations Centers: A Comprehensive Survey cites this paper.

Large Language Models for Security Operations Centers: A Comprehensive Survey HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Reference 231

Resolution: unresolved; no resolver link, observed 2026-08-04T17:32:21.492626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14b18323-fc8b-485d-b4b4-4cd02910c7d1 · inbound

AI-Driven Security Alert Screening and Alert Fatigue Mitigation in Security Operations Centers: A Comprehensive Survey cites this paper.

AI-Driven Security Alert Screening and Alert Fatigue Mitigation in Security Operations Centers: A Comprehensive Survey HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-12T00:51:14.726971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6ccd7f69-b90d-4df4-9d83-727d13501542 · inbound

Generative AI and Federated Learning for Intrusion Detection Systems: A Survey cites this paper.

Generative AI and Federated Learning for Intrusion Detection Systems: A Survey HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Reference 130

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T20:18:55.587159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 61c79c3f-861a-4cf9-b1e0-57428c8e4f72 · inbound

ThreatVisionAI: A Hybrid CNN-ViT Framework for Image-Based Malware Classification cites this paper.

ThreatVisionAI: A Hybrid CNN-ViT Framework for Image-Based Malware Classification HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T00:54:19.034695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bdd57197-11b0-4211-9200-eca1a59b46c4 · inbound

(EC)2: Event-Centric Explainability for Cybersecurity Through Multi-Agent LLM Investigations cites this paper.

(EC)2: Event-Centric Explainability for Cybersecurity Through Multi-Agent LLM Investigations HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T00:34:16.443080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d9a8ba7-360f-407b-b759-ef8d82bc7121 · inbound

Cybersecurity Detection Classification with Reasoning-enabled Language Models cites this paper.

Cybersecurity Detection Classification with Reasoning-enabled Language Models HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T06:41:21.698180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d39cebb1-e7fc-40a5-aee5-3df95b617b5f · inbound

Distilling Knowledge from Large Language Models into Lightweight Reinforcement Learning Agents for Autonomous Cyber Operations cites this paper.

Distilling Knowledge from Large Language Models into Lightweight Reinforcement Learning Agents for Autonomous Cyber Operations HuntGPT: Integrating Machine Learning-Based Anomaly Detection and Explainable AI with Large Language Models (LLMs)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T01:39:52.279475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.